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The Agronomic Traits, Alkaloids Analysis, FT-IR and 2DCOS-IR Spectroscopy Identification of the Low-Nicotine-Content Nontransgenic Tobacco Edited by CRISPR–Cas9

In this study, the agricultural traits, alkaloids content and Fourier transform infrared spectroscopy (FT-IR) and two-dimensional correlation infrared spectroscopy (2DCOS-IR) analysis of the tobacco after Berberine Bridge Enzyme-Like Proteins (BBLs) knockout were investigated. The knockout of BBLs h...

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Autores principales: Zhang, Jianduo, Zhou, Qun, Zhang, Dongheyu, Yang, Guangyu, Zhang, Chengming, Wu, Yuping, Xu, Yong, Chen, Jianhua, Kong, Weisong, Kong, Guanghui, Wang, Jin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9230840/
https://www.ncbi.nlm.nih.gov/pubmed/35744944
http://dx.doi.org/10.3390/molecules27123817
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author Zhang, Jianduo
Zhou, Qun
Zhang, Dongheyu
Yang, Guangyu
Zhang, Chengming
Wu, Yuping
Xu, Yong
Chen, Jianhua
Kong, Weisong
Kong, Guanghui
Wang, Jin
author_facet Zhang, Jianduo
Zhou, Qun
Zhang, Dongheyu
Yang, Guangyu
Zhang, Chengming
Wu, Yuping
Xu, Yong
Chen, Jianhua
Kong, Weisong
Kong, Guanghui
Wang, Jin
author_sort Zhang, Jianduo
collection PubMed
description In this study, the agricultural traits, alkaloids content and Fourier transform infrared spectroscopy (FT-IR) and two-dimensional correlation infrared spectroscopy (2DCOS-IR) analysis of the tobacco after Berberine Bridge Enzyme-Like Proteins (BBLs) knockout were investigated. The knockout of BBLs has limited effect on tobacco agricultural traits. After the BBLs knockout, nicotine and most alkaloids are significantly reduced, but the content of myosmine and its derivatives increases dramatically. In order to identify the gene editing of tobacco, principal component analysis (PCA) was performed on the FT-IR and 2DCOS-IR spectroscopy data. The results showed that FT-IR can distinguish between tobacco roots and leaves but cannot classify the gene mutation tobacco from the wild one. 2DCOS-IR can enhance the characteristics of the samples due to the increased apparent resolution of the spectra. Using the autopeaks in the synchronous map for PCA analysis, we successfully identified the mutants with an accuracy of over 90%.
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spelling pubmed-92308402022-06-25 The Agronomic Traits, Alkaloids Analysis, FT-IR and 2DCOS-IR Spectroscopy Identification of the Low-Nicotine-Content Nontransgenic Tobacco Edited by CRISPR–Cas9 Zhang, Jianduo Zhou, Qun Zhang, Dongheyu Yang, Guangyu Zhang, Chengming Wu, Yuping Xu, Yong Chen, Jianhua Kong, Weisong Kong, Guanghui Wang, Jin Molecules Article In this study, the agricultural traits, alkaloids content and Fourier transform infrared spectroscopy (FT-IR) and two-dimensional correlation infrared spectroscopy (2DCOS-IR) analysis of the tobacco after Berberine Bridge Enzyme-Like Proteins (BBLs) knockout were investigated. The knockout of BBLs has limited effect on tobacco agricultural traits. After the BBLs knockout, nicotine and most alkaloids are significantly reduced, but the content of myosmine and its derivatives increases dramatically. In order to identify the gene editing of tobacco, principal component analysis (PCA) was performed on the FT-IR and 2DCOS-IR spectroscopy data. The results showed that FT-IR can distinguish between tobacco roots and leaves but cannot classify the gene mutation tobacco from the wild one. 2DCOS-IR can enhance the characteristics of the samples due to the increased apparent resolution of the spectra. Using the autopeaks in the synchronous map for PCA analysis, we successfully identified the mutants with an accuracy of over 90%. MDPI 2022-06-14 /pmc/articles/PMC9230840/ /pubmed/35744944 http://dx.doi.org/10.3390/molecules27123817 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Zhang, Jianduo
Zhou, Qun
Zhang, Dongheyu
Yang, Guangyu
Zhang, Chengming
Wu, Yuping
Xu, Yong
Chen, Jianhua
Kong, Weisong
Kong, Guanghui
Wang, Jin
The Agronomic Traits, Alkaloids Analysis, FT-IR and 2DCOS-IR Spectroscopy Identification of the Low-Nicotine-Content Nontransgenic Tobacco Edited by CRISPR–Cas9
title The Agronomic Traits, Alkaloids Analysis, FT-IR and 2DCOS-IR Spectroscopy Identification of the Low-Nicotine-Content Nontransgenic Tobacco Edited by CRISPR–Cas9
title_full The Agronomic Traits, Alkaloids Analysis, FT-IR and 2DCOS-IR Spectroscopy Identification of the Low-Nicotine-Content Nontransgenic Tobacco Edited by CRISPR–Cas9
title_fullStr The Agronomic Traits, Alkaloids Analysis, FT-IR and 2DCOS-IR Spectroscopy Identification of the Low-Nicotine-Content Nontransgenic Tobacco Edited by CRISPR–Cas9
title_full_unstemmed The Agronomic Traits, Alkaloids Analysis, FT-IR and 2DCOS-IR Spectroscopy Identification of the Low-Nicotine-Content Nontransgenic Tobacco Edited by CRISPR–Cas9
title_short The Agronomic Traits, Alkaloids Analysis, FT-IR and 2DCOS-IR Spectroscopy Identification of the Low-Nicotine-Content Nontransgenic Tobacco Edited by CRISPR–Cas9
title_sort agronomic traits, alkaloids analysis, ft-ir and 2dcos-ir spectroscopy identification of the low-nicotine-content nontransgenic tobacco edited by crispr–cas9
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9230840/
https://www.ncbi.nlm.nih.gov/pubmed/35744944
http://dx.doi.org/10.3390/molecules27123817
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